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134
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WSOM
2009
Springer
15 years 9 months ago
Visualization by Linear Projections as Information Retrieval
Abstract. We apply a recent formalization of visualization as information retrieval to linear projections. We introduce a method that optimizes a linear projection for an informati...
Jaakko Peltonen
ECML
2005
Springer
15 years 8 months ago
Error-Sensitive Grading for Model Combination
Abstract. Ensemble learning is a powerful learning approach that combines multiple classifiers to improve prediction accuracy. An important decision while using an ensemble of cla...
Surendra K. Singhi, Huan Liu
127
Voted
IJCNLP
2005
Springer
15 years 8 months ago
Heuristic Methods for Reducing Errors of Geographic Named Entities Learned by Bootstrapping
Abstract. One of issues in the bootstrapping for named entity recognition is how to control annotation errors introduced at every iteration. In this paper, we present several heuri...
Seungwoo Lee, Gary Geunbae Lee
ICANN
2007
Springer
15 years 6 months ago
An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors
Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...
Cláudio M. S. Medeiros, Guilherme De A. Bar...
IFIP
2010
Springer
15 years 11 days ago
MBAC: Impact of the Measurement Error on Key Performance Issues
Abstract. In Measurement Based Admission Control (MBAC), the decision of accepting or rejecting a new ow is based on measurements of the current trac situation. Since MBAC relies o...
Anne Nevin, Peder J. Emstad, Yuming Jiang